10 citations · 10 across the 5 of their papers we have counts for
5 papers
On Optimal Data Splitting for Split Conformal Prediction
Sayan Das, Bahram Yaghooti, Todd A. Kuffner +1
Conformal prediction and its variants, including the split conformal prediction, provide a distribution-free framework for uncertainty quantification by constructing prediction int…
A Data-Integrated Framework for Learning Fractional-Order Nonlinear Dynamical Systems
Bahram Yaghooti, Chengyu Li, Bruno Sinopoli
This paper presents a data-integrated framework for learning the dynamics of fractional-order nonlinear systems in both discrete-time and continuous-time settings. The proposed fra…
Gram-Schmidt Methods for Unsupervised Feature Extraction and Selection
Bahram Yaghooti, Netanel Raviv, Bruno Sinopoli
Feature extraction and selection in the presence of nonlinear dependencies among the data is a fundamental challenge in unsupervised learning. We propose using a Gram-Schmidt (GS)…
Stabilizing unstable periodic orbit of unknown fractional-order systems via adaptive delayed feedback control
Bahram Yaghooti, Kaveh Safavigerdini, Reza Hajiloo +1
This article presents an adaptive nonlinear delayed feedback control scheme for stabilizing the unstable periodic orbit of unknown fractional-order chaotic systems. The proposed co…
Physical Watermarking for Replay Attack Detection in Continuous-time Systems
Bahram Yaghooti, Raffaele Romagnoli, Bruno Sinopoli
Physical watermarking is a well established technique for replay attack detection in cyber-physical systems (CPSs). Most of the watermarking methods proposed in the literature are…